What paste did you use? Reason: paste quality matters....
Hopefully the spillover will not cause any problems beyond cosmetic with the paste being non-conductive.
Maybe try to carefully clean it out a bit more with a cotton swab and alcohol.
There may be other suggestions and ideas so "wait a bit" before doing anything.